What's happening: Telcos pivot to AI revenue models as new monetisation frameworks emerge
A GSMA Intelligence report released at MWC 2026 shows telecom operators are shifting AI projects from internal cost‑saving tools to revenue‑generating services. The study outlines three new monetisation models—AI Connectivity Provider, AI Compute Provider, and AI Solutions Partner—backed by pilots from Singtel, Reliance Jio, Deutsche Telekom, SK Telecom and KDDI.
Also developing:
Google announced that its Gemini AI chatbot now serves over 750 million monthly active users, up from 650 million the previous quarter. The surge follows the rollout of Gemini 3, the company’s most advanced large‑language model, which CEO Sundar Pichai credited as the primary growth engine. Gemini’s user base now exceeds Meta’s AI offering and narrows the gap with OpenAI’s ChatGPT. Google also introduced a lower‑priced Google AI Plus subscription to accelerate adoption.
SyGra 2.0.0 launches Studio, a visual IDE for building synthetic data generation workflows. The canvas lets users configure models, data sources, and prompts via drag‑and‑drop, automatically generating the underlying YAML/JSON graph. Studio provides live execution monitoring, token‑cost tracking, and inline...

The article argues that the era of simply plugging large language models (LLMs) into business workflows is ending as these models become commoditized. While LLMs improve efficiency, they offer limited differentiation because they are broadly accessible and trained on similar...

Quantum Transportation, a subsidiary of Rail Vision Ltd., unveiled a transformer‑based neural decoder called the Deep Quantum Error Correction Transformer (DQECCT) on February 5, 2026. The code‑agnostic system outperforms classical algorithms such as Minimum‑Weight Perfect Matching in simulations, delivering higher decoding accuracy...
Coty has signed a strategic partnership with OpenAI to roll out ChatGPT Enterprise across its global operations. The AI tool will be available to all employees, supported by an international upskilling program, aiming to boost efficiency in creativity and strategic...

Generative AI startup Higgsfield launched Vibe Motion, a no‑code editor that lets non‑technical users create motion graphics and export underlying code. The tool promises to shrink animation production from weeks and $30,000 budgets to as little as 10 minutes and...
Amazon is in talks with OpenAI to secure a commercial agreement that would give it access to custom‑tuned AI models for Alexa and other products. The negotiations run parallel to discussions of a multibillion‑dollar equity investment in the ChatGPT creator....
“50 Steps to Learn AI” looks comprehensive — and that’s exactly the problem. Lists like this confuse coverage with progress. Here’s the executive reality check 👇 1️⃣ Learning AI is not linear — value is This roadmap assumes everyone should traverse the same 50...
Israeli weather‑data startup Tomorrow.io announced a $175 million financing round to launch DeepSky, an AI‑native satellite constellation. The company has already deployed 13 smallsats that deliver a 60‑minute global revisit, feeding its AI‑driven analytics platform used across critical industries. DeepSky will...

Day two of the AI & Big Data Expo in London marked a clear shift from generative hype to production‑grade AI, with sessions centered on data lineage, observability and compliance. Speakers from Northern Trust, Just Eat and Kingfisher warned that...
Investors are questioning whether the rapid surge in artificial‑intelligence funding has created a speculative bubble. Professor Jon Danielsson of the London School of Economics argues the AI market is likely at its peak, with growth and financing levels that cannot...
The skill that made me a terrible student is the same skill that lets me manage 7 AI agents simultaneously. I have ADHD. And for the first time in my life, it's my biggest professional edge. Here's what my typical morning...

Valon Technologies and Figure Technology Solutions have deepened their partnership to integrate AI and blockchain across loan origination and servicing. Early A/B testing shows a 40% improvement in delinquency management, while Figure’s blockchain tools drove a 23.3‑fold increase in originations...

Senator Elizabeth Warren sent a Feb. 3 letter to Google CEO Sundar Pichai demanding details on the privacy framework of the Gemini checkout feature and the newly announced Universal Commerce Protocol (UCP). UCP, co‑developed with Shopify, lets AI agents from retailers...
I've been testing more nested, compounded, stacked, and parallel workflows with Claude Code. Nested: one command calls others inside of it Compounded: commands run loops of a task or ask Stacked: prompts have several sequential commands Parallel: running multiple windows or agents...

Researchers at Tohoku, NIMS and Osaka Universities introduced a U‑Net‑based segmentation model to analyse spin‑readout signals from semiconductor qubits. The fully convolutional architecture handles variable‑length traces and delivers point‑wise transition probabilities, outperforming traditional thresholding in noisy environments. Evaluations on simulated...
AI adoption is outpacing employee trust, driving widespread use of unsanctioned "Shadow AI" tools. This behavior creates institutional amnesia, where valuable insights disappear from corporate knowledge bases. The article argues that a one‑page digital‑workplace charter—updated with AI‑specific purpose, vision, and...

Qubika has launched QBricks, a Built on Databricks enterprise accelerator that streamlines the creation, testing, and deployment of AI agents at scale. The platform offers a centralized lifecycle hub with native data integration, pre‑built agent templates, and end‑to‑end observability. It...

Fundamental, a San Francisco startup, has introduced the first public large tabular model (LTM) called NEXUS, targeting enterprise structured data. Unlike large‑language models that rely on unstructured text, LTMs can ingest and analyze rows and columns from spreadsheets, sensor feeds,...

Goodfire, a San Francisco AI interpretability startup, secured $150 million in Series B financing. The round was led by B Capital and featured both existing backers and new investors such as Salesforce Ventures and Eric Schmidt. The capital will accelerate frontier research,...
Duna, an AI-native business identity platform operating from Amsterdam and Berlin, closed a €30 million Series A round. The financing was led by CapitalG with participation from existing backers Index Ventures, Puzzle Ventures and Snowflake chairman Frank Slootman. The new capital lifts...
H&H Group’s manual label verification caused mislabeling, complaints, and financial loss. The company partnered with Shenzhen Jiangrun Xuneng Technology to build a machine‑vision platform that uses MVTec HALCON for dynamic OCR of batch numbers, dates and other codes. HALCON’s preprocessing...

A team from Innsbruck universities unveiled a physics‑guided neural network that borrows the Schrödinger equation to forecast four‑dimensional (3‑D + time) phenomena. The model learns voxel‑wise amplitude, phase and potential fields, forming a complex‑valued wavefunction that is evolved with a differentiable time‑stepper....

Researchers from Beijing University of Posts and Telecommunications and the Chinese Academy of Sciences have introduced a physics‑informed framework that couples Koopman operator theory with quantum machine learning to compress high‑dimensional tokamak diagnostic data for NISQ processors. Validated on 4,763...

The Acumatica Summit 2026 highlighted that SMB customers prioritize business agility, real‑time data, and reliable automation over hype‑driven AI features. Attendees praised Acumatica’s record growth, low churn and its ability to serve as a single source of truth for complex,...
Robots usually fail for one simple reason: they don’t understand what will happen next. [📍Paper, code & task gallery at the end] > 14B “World Action Model” from NVIDIA : DreamZero… Instead of copying motions or replaying demonstrations, this model predicts how the world...

Researchers introduced SQUAD (Scalable Quorum Adaptive Decisions), a novel inference framework that merges early‑exit networks with distributed ensemble learning. Instead of relying on single‑model confidence thresholds, SQUAD uses a quorum‑based voting system that halts computation once a statistically significant consensus...
I asked Adam Fard how he bootstrapped UX Pilot AI to $5M ARR in 2 years. His answer goes against every hot take on social media right now. Adam built a UX design agency before launching UX Pilot, an AI design tool....

Valve has postponed definitive pricing and launch dates for its Steam Machine gaming PC and Steam Frame VR headset, citing soaring RAM and storage costs driven by an AI‑fuelled memory shortage. The company still aims to release both products, along...

FireCompass introduced Explorer, a credit‑based freemium platform that delivers AI‑powered autonomous penetration testing for web applications, APIs, and external infrastructure. The service lets security teams launch self‑serve tests within minutes and receive evidence‑backed exploit paths rather than generic alerts. By...
Palladyne AI announced the first flight of IntelliSwarm, its integrated SwarmOS autonomy software and BRAIN X2 flight computer, on the Banshee loitering‑munition UAV. The three‑week integration demonstrated autonomous collaboration with Red Cat drones, proving decentralized edge AI in a heterogeneous multi‑vehicle scenario....

AI coding agents have exploded onto the tech scene, promising rapid, autonomous software creation. In practice, they falter when confronted with the complex data‑governance, security, and audit requirements of large enterprises. Snowflake CEO Sridhar Ramaswamy argues that most agents are...

Operant AI announced Agent Protector, a real‑time security platform for autonomous AI agents. The solution delivers shadow‑agent discovery, zero‑trust enforcement, inline threat detection, and secure enclaves to protect both managed and unmanaged agents across cloud, SaaS, and development environments. It...

Stanford and Princeton researchers unveiled MedOS, the first AI‑XR cobot system designed to act as a real‑time clinical co‑pilot. The platform fuses smart glasses, collaborative robotic arms and a multi‑agent AI that builds a 3‑D world model, enabling perception, planning...

Intruder released research exposing critical security gaps in Moltbot, an open‑source, self‑hosted AI assistant. The study shows that default deployments often lack firewalls, credential validation, and sandboxing, leaving cloud instances exposed. Attackers are exploiting misconfigurations to harvest API keys, conduct...

Security researcher Sygnia uncovered a coordinated network of more than 150 cloned law‑firm websites used in an AI‑powered fraud scheme. The domains are spread across multiple registrars, each with its own SSL certificate and often hidden behind Cloudflare to evade...
Fin will now literally manage your docs for you - it'll let you know what's wrong, out of date, duplicated, or missing. It'll also write the docs for you too. All you need to do is approve the changes and...
AI is reshaping insurance faster than many investors expect. Some subsectors will gain efficiency and pricing power, others will see margins compress. The opportunity isn’t broad based. It’s uneven, structural, and already starting to show. https://t.co/Ztfi3YhuJX @mckinsey

Latent AI announced it will demonstrate an interoperable, MOSA‑aligned edge AI ecosystem at AFCEA West, partnering with Sigma Defense and Abaco Systems. The showcase highlights plug‑and‑play AI that runs on multiple rugged hardware platforms, delivering real‑time intelligence in denied, degraded,...

We pay Zapier $10k a year. We are reducing it to $1k a year with AI and new tech. People saying AI is not impacting companies, have no idea what's coming. https://t.co/9Tg7dQyFDG

Got answers from both Google and now also Bing (thx @facan) about using separate .md pages for LLM crawlers I’m not saying it’s right or wrong either way (jury is still out as many folks are testing the impact now),...

United Rentals has launched a Business Intelligence Agent built on Snowflake Intelligence, enabling employees across more than 1,600 branches to query financial and operational data using natural language. The solution unifies fleet, telematics, pricing, contracts, and accounting information on a...

1/ AI won’t save sloppy science. Before you dive into deep learning, master your foundations. Here’s why basic bioinformatics still rules 🧵 https://t.co/nPbaEK3hGf

University of Texas at Dallas researchers unveiled a fully optical deep photonic neuromorphic network that learns unsupervised, online Hebbian updates using phase‑change material synapses. The system bypasses electronic‑optical‑electronic conversions, delivering 100 % accuracy on a non‑trivial letter‑recognition task on a commercial...
Basler AG will exhibit at LogiMAT 2026 in Stuttgart from March 24‑26, showcasing its full machine‑vision portfolio for logistics. The highlight is the debut of the new Basler Stereo mini 3D camera, a lightweight, cost‑efficient stereo sensor designed for object...

Nvidia's 2026 State of AI in Financial Services report finds 89% of surveyed professionals see AI driving revenue growth while cutting costs. AI adoption has risen sharply, with 65% of firms actively deploying AI, up from 45% last year, and...

Torq, an agentic security operations platform, announced the hiring of former Virgin Atlantic CISO John White as Field CISO. White, who led a multi‑year transformation of Virgin Atlantic’s cyber defenses using Torq’s AI SOC platform, joins the company after its...
SymphonyAI introduced Always‑on Compliance, a self‑updating RegTech platform that transforms continuous compliance into a real‑time, learning ecosystem. The solution leverages agentic AI to ingest regulatory changes, enrich threat intelligence, and automate AML, sanctions, fraud and KYC workflows. Its cloud‑native, evergreen...
Supply chain leaders are confronting volatile markets, rising costs and looming recession, prompting a shift from legacy tools to cognitive platforms. A recent Blue Yonder report finds 82% cite outdated technology as a barrier, while 74% see AI already reshaping...
Washington‑based SENAI, an online video intelligence platform, closed a $6.2 million seed round led by 10D Ventures, with participation from FS Ventures, 1948 Ventures and investor Jonathan Kolber. The company transforms unstructured online video into geo‑specific, real‑time intelligence to counter security...